{"id":"W4220865624","doi":"10.1136/lupus-2022-000659","title":"“There’s so much to be done”: a qualitative study to elucidate research priorities in childhood-onset systemic lupus erythematosus","year":2022,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Childhood Arthritis and Rheumatology Research Alliance; Lupus Research Alliance; Lupus Foundation of America","keywords":"Medicine; Qualitative research; Systemic lupus; Systemic lupus erythematosus; Immunology; Intensive care medicine; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.03601261,0.0006167539,0.001740668,0.005230919,0.001842212,0.0001760819,0.002435102,0.00009411705,0.0006721797],"category_scores_gemma":[0.006797109,0.0004909431,0.0001219355,0.01305046,0.001993722,0.0003352109,0.001977261,0.001887275,0.0003015038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003468963,"about_ca_system_score_gemma":0.003230967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733954,"about_ca_topic_score_gemma":0.001283745,"domain_scores_codex":[0.9803135,0.002937119,0.001728761,0.002253465,0.0100219,0.002745291],"domain_scores_gemma":[0.9926047,0.001788945,0.0002357347,0.00238595,0.001306673,0.001678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008908995,0.001247959,0.1417563,0.0004544079,0.00006012511,0.00109379,0.8291963,0.00004567368,0.008166728,0.0004381339,0.01634064,0.0003091033],"study_design_scores_gemma":[0.006544703,0.006585013,0.001992908,0.002108852,0.00004528204,0.03568678,0.9425641,0.0000934166,0.0003079661,0.000288941,0.003281331,0.0005006983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969605,0.001513919,0.00004149588,0.01482954,0.002634547,0.009093517,0.00005606618,0.0001918396,0.002034049],"genre_scores_gemma":[0.9831143,0.00004308667,0.0001870193,0.001395495,0.0004068381,0.002295987,0.00001620784,0.0001109342,0.01243016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397634,"threshold_uncertainty_score":0.9997543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776643922198947,"score_gpt":0.4254782165625891,"score_spread":0.3478138243426944,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}